Analytics Vidhya

AUGUST 1, 2022

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction After looking at the progress […]. The post Do Tree-based Models Outperform Deep Learning Models on Tabular Data?

Deep Learning 367

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Analytics Vidhya

FEBRUARY 13, 2020

Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning. The post Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures appeared first on Analytics Vidhya.

Deep Learning 389

Deep Learning Modeling Analytics Unstructured Data 389

Analytics Vidhya

JUNE 20, 2022

This article was published as a part of the Data Science Blogathon. Introduction The loss function is very important in machine learning or deep learning. let’s say you are working on any problem and you have trained a machine learning model on the dataset and are ready to put it in front of your client. […].

Deep Learning 399

Deep Learning Machine Learning Data Science Publishing 399

Analytics Vidhya

OCTOBER 12, 2021

This article was published as a part of the Data Science Blogathon Overview Malaria is a significant burden on our healthcare system and it is the major cause of death in many developing countries. The post Deep Learning based Malaria Detection Model for Beginners appeared first on Analytics Vidhya.

Deep Learning 357

Deep Learning Modeling Data Science Publishing 357

Analytics Vidhya

MARCH 8, 2022

This article was published as a part of the Data Science Blogathon. Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data.

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Analytics Vidhya

SEPTEMBER 9, 2021

This article was published as a part of the Data Science Blogathon Introduction Hello everyone, in this article we will pick the use case of sequence modelling, which is time series forecasting. The post Web Traffic Forecasting Using Deep Learning appeared first on Analytics Vidhya.

Deep Learning 382

Deep Learning Forecasting Sales Data Science 382

Analytics Vidhya

DECEMBER 28, 2021

This article was published as a part of the Data Science Blogathon Source: Vision Image Overview Deep learning is the most powerful method used to work on vision-related tasks. Convolutional Neural Networks or convents are a type of deep learning model which we use to approach computer vision-related applications.

Deep Learning 395

Deep Learning Data Science Publishing Modeling 395

Analytics Vidhya

NOVEMBER 7, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is a branch of machine learning inspired by the brain’s ability to learn. It is a data-driven approach to learning that can automatically extract features from data and build models to make predictions.

Deep Learning 381

Deep Learning Machine Learning Data-driven Data Science 381

Analytics Vidhya

OCTOBER 30, 2021

This article was published as a part of the Data Science Blogathon Overview What is Transfer Learning and it’s Working How Transfer Learning Works Why Should You Use Transfer Learning? The post Understanding Transfer Learning for Deep Learning appeared first on Analytics Vidhya.

Deep Learning 380

Deep Learning Data Science Publishing Modeling 380

Analytics Vidhya

JUNE 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Hello There, This blog has an example of an ensemble of. The post Ensemble Deep Learning | An Ensemble of deep learning models! appeared first on Analytics Vidhya.

Deep Learning 279

Deep Learning Modeling Data Science Publishing 279

Analytics Vidhya

JANUARY 15, 2025

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems.

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Modeling Machine Learning Finance Technology 271

Analytics Vidhya

SEPTEMBER 16, 2021

This article was published as a part of the Data Science Blogathon In this article, we will be learning about how to apply k-fold cross-validation to a deep learning image classification model. Like my other articles, this article is going to have hands-on experience with code.

Deep Learning 366

Deep Learning Data Science Publishing Modeling 366

Analytics Vidhya

JULY 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning has paved its roots much more decisively in our daily lives. Similarly, deep learning has also evolved in […]. Similarly, deep learning has also evolved in […].

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Deep Learning Data Science Publishing Analytics 378

Analytics Vidhya

MARCH 16, 2022

This article was published as a part of the Data Science Blogathon. A Deep Belief Network (DBN) is a sophisticated generative model that employs a deep architecture. In this article, we are going to learn all about it.

Deep Learning 376

Deep Learning Data Science Publishing Modeling 376

Analytics Vidhya

JUNE 2, 2022

This article was published as a part of the Data Science Blogathon. In this article, we will see how to set up Neural Networks, Artificial Neural Networks, and Deep Neural Networks, and also how to design the model, how to train […].

Deep Learning 353

Deep Learning Data Science Publishing Modeling 353

Analytics Vidhya

FEBRUARY 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is the subfield of machine learning which uses a set of neurons organized in layers. A deep learning model consists of three layers: the input layer, the output layer, and the hidden layers.

Deep Learning 336

Deep Learning Machine Learning Data Science Publishing 336

Analytics Vidhya

APRIL 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction One of the most widely used applications in Deep Learning is Audio classification, in which the model learns to classify sounds based on audio features. When given the input, it will predict the label for that audio feature.

Deep Learning 336

Deep Learning Data Science Publishing Modeling 336

Analytics Vidhya

SEPTEMBER 20, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Deep Learning Algorithms The goal of deep learning is to create models that have abstract features. The post A Beginner’s Guide to Deep Learning Algorithms appeared first on Analytics Vidhya.

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Deep Learning Data Science Publishing Modeling 332

Analytics Vidhya

OCTOBER 7, 2021

This article was published as a part of the Data Science Blogathon Overview Deep learning is the subfield of machine learning which is used to perform complex tasks such as speech recognition, text classification, etc. A deep learning model consists of activation function, input, output, hidden layers, loss function, etc.

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Deep Learning Optimization Machine Learning Data Science 329

Analytics Vidhya

NOVEMBER 3, 2021

This article was published as a part of the Data Science Blogathon. Overview Keras is a Python library including an API for working with neural networks and deep learning frameworks. Keras includes Python-based methods and components for working with various Deep Learning applications. source: keras.io

Deep Learning 361

Deep Learning Data Science Publishing Modeling 361

Analytics Vidhya

SEPTEMBER 10, 2021

This article was published as a part of the Data Science Blogathon Introduction Everything around us from biology, stocks, physics, or even common life scenarios can be mathematically modelled using Differential equations. The post Ordinary Differential Equations Made Easy with Deep Learning appeared first on Analytics Vidhya.

Deep Learning 376

Deep Learning Data Science Publishing Modeling 376

Analytics Vidhya

MAY 15, 2022

This article was published as a part of the Data Science Blogathon Introduction- Hyperparameters in a neural network A deep neural network consists of multiple layers: an input layer, one or multiple hidden layers, and an output layer. The post Impact of Hyperparameters on a Deep Learning Model appeared first on Analytics Vidhya.

Deep Learning 271

Deep Learning Modeling Data Science Publishing 271

Analytics Vidhya

OCTOBER 19, 2021

This article was published as a part of the Data Science Blogathon Overview Though it is believed that tech enthusiasts are passing through the golden age of Artificial Intelligence, engineers and scientists still need to explore miles while progressing on their journey to Deep Learning projects.

Deep Learning 357

Deep Learning Data Science Publishing Modeling 357

Analytics Vidhya

JANUARY 3, 2022

This article was published as a part of the Data Science Blogathon. The post COVID-19 Safety Protocol Tracker Using Deep Learning appeared first on Analytics Vidhya. The post COVID-19 Safety Protocol Tracker Using Deep Learning appeared first on Analytics Vidhya. Life is slowly […].

Deep Learning 357

Deep Learning Data-driven Data Science Publishing 357

Analytics Vidhya

MARCH 18, 2021

ArticleVideo Book Introduction In the last article, we understood the model checkpointing technique, which can be used in order to monitor the model performance. The post Improving your Deep Learning model using Model Checkpointing(Implementation)- Part 2 appeared first on Analytics Vidhya.

Deep Learning 259

Deep Learning Modeling Analytics 259

Analytics Vidhya

AUGUST 13, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In this blog, we’ll be discussing Ensemble Stacking through theory. The post Ensemble Stacking for Machine Learning and Deep Learning appeared first on Analytics Vidhya.

Deep Learning 364

Deep Learning Machine Learning Data Science Publishing 364

Analytics Vidhya

APRIL 23, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this section, we will build a face detection algorithm using Caffe model, but only OpenCV is not involved this time. The post Face detection using the Caffe model appeared first on Analytics Vidhya.

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Modeling Deep Learning Data Science Publishing 400

Analytics Vidhya

SEPTEMBER 1, 2021

This article was published as a part of the Data Science Blogathon Introduction Trax is a full-featured deep learning library with a focus on clean code and fast computation. In syntax, it is generally similar to Keras, and a Trax model can be converted to a Keras model. appeared first on Analytics Vidhya.

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Deep Learning Data Science Publishing Modeling 331

Analytics Vidhya

JULY 25, 2024

Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference.

Deep Learning 291

Deep Learning Modeling Technology Analytics 291

Analytics Vidhya

DECEMBER 23, 2021

This article was published as a part of the Data Science Blogathon Optimization Optimization provides a way to minimize the loss function. Optimization aims to reduce training errors, and Deep Learning Optimization is concerned with finding a suitable model. In this article, we will […].

Optimization 348

Optimization Modeling Deep Learning Data Science 348

Analytics Vidhya

AUGUST 7, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article aims to compare four different deep learning and. The post Email Spam Detection – A Comparative Analysis of 4 Machine Learning Models appeared first on Analytics Vidhya.

Machine Learning 393

Machine Learning Modeling Deep Learning Data Science 393

Analytics Vidhya

SEPTEMBER 10, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is one of the hottest fields in the past decade, with applications in industry and research. The post Understanding Word Embeddings and Building your First RNN Model appeared first on Analytics Vidhya.

Modeling 381

Modeling Deep Learning Data Science Publishing 381

Analytics Vidhya

MARCH 7, 2022

This article was published as a part of the Data Science Blogathon. The feed-forward model is the basic type of […]. The post Basic Introduction to Feed-Forward Network in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 270

Deep Learning Data Science Publishing Modeling 270

Analytics Vidhya

FEBRUARY 18, 2022

This article was published as a part of the Data Science Blogathon. OpenCV is a massive open-source library for various fields like computer vision, machine learning, image processing and plays a critical function in real-time operations, which are fundamental in today’s systems.

Deep Learning 270

Deep Learning Machine Learning Data Science Publishing 270

Analytics Vidhya

AUGUST 26, 2021

This article was published as a part of the Data Science Blogathon “You can have data without information but you cannot have information without data” – Daniel Keys Moran Introduction If you are here then you might be already interested in Machine Learning or Deep Learning so I need not explain what it is?

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Modeling Deep Learning Machine Learning Data Science 318

Analytics Vidhya

NOVEMBER 29, 2021

This article was published as a part of the Data Science Blogathon. In this article, we will learn about model explainability and the different ways to interpret a machine learning model. What is Model Explainability? For example – If a healthcare […].

Modeling 396

Modeling Machine Learning Data Science Publishing 396

Analytics Vidhya

JUNE 14, 2022

This article was published as a part of the Data Science Blogathon. Background on Flower Classification Model Deep learning models, especially CNN (Convolutional Neural Networks), are implemented to classify different objects with the help of labeled images. For example, a […].

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